Dataset info
| Number of variables | 22 |
|---|---|
| Number of observations | 3142 |
| Missing cells | 62 (0.1%) |
| Duplicate rows | 0 (0.0%) |
| Total size in memory | 540.1 KiB |
| Average record size in memory | 176.0 B |
Variables types
| Numeric | 20 |
|---|---|
| Categorical | 0 |
| Boolean | 0 |
| Date | 0 |
| URL | 0 |
| Text (Unique) | 0 |
| Rejected | 2 |
| Unsupported | 0 |
Warnings
aIPBRatioToPopulation has 2736 (87.1%) zeros | Zeros |
airQuality has 2592 (82.5%) zeros | Zeros |
bicycleUsageRate has 816 (26.0%) zeros | Zeros |
bicycleUsageRate has 62 (2.0%) missing values | Missing |
lIBNonVRRatioToPopulation has 425 (13.5%) zeros | Zeros |
lIBVRRatioToPopulation has 1014 (32.3%) zeros | Zeros |
lodgingInventoryBucketNonVacationalRental has 425 (13.5%) zeros | Zeros |
lodgingInventoryBucketVacationalRental has 1014 (32.3%) zeros | Zeros |
STATEFP is highly correlated with geoid (ρ = 0.99997546) | Rejected |
totalPopulation is highly correlated with medianHouseHoldIncome (ρ = 0.9667724881) | Rejected |
waterUsage has 91 (2.9%) zeros | Zeros |
AERAFEmployementRatio
Numeric
| Distinct count | 3132 |
|---|---|
| Unique (%) | 99.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 17.83443535 |
|---|---|
| Minimum | 0 |
| Maximum | 100 |
| Zeros (%) | 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 7.966000037 |
| Q1 | 13.02923797 |
| Median | 16.92267526 |
| Q3 | 20.90122018 |
| 95-th percentile | 30.36841066 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range | 7.871982209 |
Descriptive statistics
| Standard deviation | 7.892620724 |
|---|---|
| Coef of variation | 0.4425495155 |
| Kurtosis | 10.71403794 |
| Mean | 17.83443535 |
| MAD | 5.419897605 |
| Skewness | 2.164717695 |
| Sum | 56035.79587 |
| Variance | 62.29346189 |
| Memory size | 24.6 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 0. 3.89039776 5.94765334 8.30709026 9.85664867 ... 26.44003898 30.39195359 36.08097884 56.05115848 100. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 21.57894737 | 2 | 0.1% | |
| 9.872721018 | 2 | 0.1% | |
| 9.921355112 | 2 | 0.1% | |
| 11.33141072 | 2 | 0.1% | |
| 15.03322894 | 2 | 0.1% | |
| 13.48684211 | 2 | 0.1% | |
| 13.69057084 | 2 | 0.1% | |
| 13.46378767 | 2 | 0.1% | |
| 12.69349845 | 2 | 0.1% | |
| 0 | 2 | 0.1% | |
| Other values (3122) | 3122 | 99.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 2 | 0.1% | |
| 1.580570547 | 1 | < 0.1% | |
| 1.934367792 | 1 | < 0.1% | |
| 1.973684211 | 1 | < 0.1% | |
| 2.012961508 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 100 | 1 | < 0.1% | |
| 75.39196411 | 1 | < 0.1% | |
| 74.66763795 | 1 | < 0.1% | |
| 69.48114968 | 1 | < 0.1% | |
| 68.1859688 | 1 | < 0.1% |
aIPBRatioToPopulation
Numeric
| Distinct count | 407 |
|---|---|
| Unique (%) | 13.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.5188831452 |
|---|---|
| Minimum | 0 |
| Maximum | 100 |
| Zeros (%) | 87.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 2.910318863 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 2.844657924 |
|---|---|
| Coef of variation | 5.482270816 |
| Kurtosis | 520.5585219 |
| Mean | 0.5188831452 |
| MAD | 0.9112486366 |
| Skewness | 17.95942077 |
| Sum | 1630.330842 |
| Variance | 8.092078703 |
| Memory size | 24.6 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[0.00000000e+00 1.27077691e-02 1.83079140e+00 3.26020665e+00 7.36805765e+00 1.79417345e+01 3.04078229e+01 1.00000000e+02], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 2736 | 87.1% | |
| 0.4374077304 | 1 | < 0.1% | |
| 3.116107047 | 1 | < 0.1% | |
| 2.670331556 | 1 | < 0.1% | |
| 13.59057803 | 1 | < 0.1% | |
| 7.417535946 | 1 | < 0.1% | |
| 1.94982047 | 1 | < 0.1% | |
| 1.034422563 | 1 | < 0.1% | |
| 0.5385753852 | 1 | < 0.1% | |
| 5.178318375 | 1 | < 0.1% | |
| Other values (397) | 397 | 12.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 2736 | 87.1% | |
| 0.02541553825 | 1 | < 0.1% | |
| 0.02997429798 | 1 | < 0.1% | |
| 0.03097332162 | 1 | < 0.1% | |
| 0.05183012956 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 100 | 1 | < 0.1% | |
| 48.3995585 | 1 | < 0.1% | |
| 33.86972194 | 1 | < 0.1% | |
| 26.9459238 | 1 | < 0.1% | |
| 25.80854007 | 1 | < 0.1% |
airQuality
Numeric
| Distinct count | 106 |
|---|---|
| Unique (%) | 3.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.414449395 |
|---|---|
| Minimum | 0 |
| Maximum | 19.4 |
| Zeros (%) | 82.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 8.7 |
| Maximum | 19.4 |
| Range | 19.4 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 3.219895173 |
|---|---|
| Coef of variation | 2.276430096 |
| Kurtosis | 3.621232189 |
| Mean | 1.414449395 |
| MAD | 2.33370645 |
| Skewness | 2.132772648 |
| Sum | 4444.2 |
| Variance | 10.36772493 |
| Memory size | 24.6 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 0. 1.3 3.3 4.65 6.05 7.35 8.95 10.55 14.85 19.4 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 2592 | 82.5% | |
| 8.3 | 24 | 0.8% | |
| 8 | 18 | 0.6% | |
| 7.9 | 17 | 0.5% | |
| 7.7 | 17 | 0.5% | |
| 8.2 | 16 | 0.5% | |
| 8.4 | 16 | 0.5% | |
| 8.9 | 16 | 0.5% | |
| 8.1 | 15 | 0.5% | |
| 7 | 14 | 0.4% | |
| Other values (96) | 397 | 12.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 2592 | 82.5% | |
| 2.6 | 1 | < 0.1% | |
| 2.7 | 1 | < 0.1% | |
| 3.2 | 1 | < 0.1% | |
| 3.4 | 2 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 19.4 | 1 | < 0.1% | |
| 18.6 | 1 | < 0.1% | |
| 17.7 | 1 | < 0.1% | |
| 17.6 | 1 | < 0.1% | |
| 17.3 | 1 | < 0.1% |
bicycleUsageRate
Numeric
| Distinct count | 1900 |
|---|---|
| Unique (%) | 60.5% |
| Missing (%) | 2.0% |
| Missing (n) | 62 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 19.85430834 |
|---|---|
| Minimum | 0 |
| Maximum | 100 |
| Zeros (%) | 26.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 13.94268846 |
| Q3 | 31.14004601 |
| 95-th percentile | 63.18351943 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range | 31.14004601 |
Descriptive statistics
| Standard deviation | 21.61139316 |
|---|---|
| Coef of variation | 1.088498919 |
| Kurtosis | 1.437565932 |
| Mean | 19.85430834 |
| MAD | 17.08886141 |
| Skewness | 1.301954803 |
| Sum | 61151.26969 |
| Variance | 467.0523143 |
| Memory size | 24.6 KiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0 | 816 | 26.0% | |
| 100 | 23 | 0.7% | |
| 33.33333333 | 13 | 0.4% | |
| 50 | 12 | 0.4% | |
| 14.28571429 | 11 | 0.4% | |
| 25 | 9 | 0.3% | |
| 20 | 9 | 0.3% | |
| 18.18181818 | 8 | 0.3% | |
| 16.66666667 | 8 | 0.3% | |
| 28.57142857 | 7 | 0.2% | |
| Other values (1889) | 2164 | 68.9% | |
| (Missing) | 62 | 2.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 816 | 26.0% | |
| 0.2207505519 | 1 | < 0.1% | |
| 0.2770083102 | 1 | < 0.1% | |
| 0.3129890454 | 1 | < 0.1% | |
| 0.3571428571 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 100 | 23 | 0.7% | |
| 97.4025974 | 1 | < 0.1% | |
| 97.36308316 | 1 | < 0.1% | |
| 95.23809524 | 1 | < 0.1% | |
| 95.03546099 | 1 | < 0.1% |
COUNTYFP
Numeric
| Distinct count | 324 |
|---|---|
| Unique (%) | 10.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 103.5728835 |
|---|---|
| Minimum | 1 |
| Maximum | 840 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 7 |
| Q1 | 35 |
| Median | 79 |
| Q3 | 133 |
| 95-th percentile | 298.9 |
| Maximum | 840 |
| Range | 839 |
| Interquartile range | 98 |
Descriptive statistics
| Standard deviation | 107.70406 |
|---|---|
| Coef of variation | 1.039886661 |
| Kurtosis | 11.3675668 |
| Mean | 103.5728835 |
| MAD | 70.45740326 |
| Skewness | 2.840168775 |
| Sum | 325426 |
| Variance | 11600.16454 |
| Memory size | 24.6 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 1. 5.5 6.5 11.5 12.5 ... 197.5 229.5 322. 515. 840. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 5 | 49 | 1.6% | |
| 1 | 49 | 1.6% | |
| 3 | 49 | 1.6% | |
| 9 | 48 | 1.5% | |
| 13 | 47 | 1.5% | |
| 7 | 47 | 1.5% | |
| 15 | 46 | 1.5% | |
| 11 | 46 | 1.5% | |
| 19 | 45 | 1.4% | |
| 17 | 45 | 1.4% | |
| Other values (314) | 2671 | 85.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 49 | 1.6% | |
| 3 | 49 | 1.6% | |
| 5 | 49 | 1.6% | |
| 6 | 1 | < 0.1% | |
| 7 | 47 | 1.5% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 840 | 1 | < 0.1% | |
| 830 | 1 | < 0.1% | |
| 820 | 1 | < 0.1% | |
| 810 | 1 | < 0.1% | |
| 800 | 1 | < 0.1% |
CustomerSatisfactionAvgReviewRating
Numeric
| Distinct count | 287 |
|---|---|
| Unique (%) | 9.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 4.267188097 |
|---|---|
| Minimum | 2.15 |
| Maximum | 5 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 2.15 |
|---|---|
| 5-th percentile | 3.875 |
| Q1 | 4.2 |
| Median | 4.255 |
| Q3 | 4.41 |
| 95-th percentile | 4.6 |
| Maximum | 5 |
| Range | 2.85 |
| Interquartile range | 0.21 |
Descriptive statistics
| Standard deviation | 0.2406976964 |
|---|---|
| Coef of variation | 0.05640662912 |
| Kurtosis | 8.290185976 |
| Mean | 4.267188097 |
| MAD | 0.165388309 |
| Skewness | -1.580525494 |
| Sum | 13407.505 |
| Variance | 0.05793538104 |
| Memory size | 24.6 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[2.15 3.2225 3.2625 3.4675 3.7475 ... 4.5975 4.6825 4.7425 4.7575 5. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 4.2 | 584 | 18.6% | |
| 4.25 | 104 | 3.3% | |
| 4.415 | 44 | 1.4% | |
| 4.375 | 41 | 1.3% | |
| 4.5 | 39 | 1.2% | |
| 4.315 | 37 | 1.2% | |
| 4.75 | 36 | 1.1% | |
| 4.32 | 33 | 1.1% | |
| 4.335 | 33 | 1.1% | |
| 4.45 | 33 | 1.1% | |
| Other values (277) | 2158 | 68.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 2.15 | 1 | < 0.1% | |
| 2.265 | 1 | < 0.1% | |
| 2.75 | 5 | 0.2% | |
| 2.875 | 1 | < 0.1% | |
| 2.93 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 5 | 5 | 0.2% | |
| 4.945 | 1 | < 0.1% | |
| 4.93 | 1 | < 0.1% | |
| 4.89 | 1 | < 0.1% | |
| 4.885 | 1 | < 0.1% |
CustomerSatisfactionAvgStarRating
Numeric
| Distinct count | 210 |
|---|---|
| Unique (%) | 6.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.772529267 |
|---|---|
| Minimum | 1 |
| Maximum | 4 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2.6 |
| Median | 2.8 |
| Q3 | 3 |
| 95-th percentile | 3.19 |
| Maximum | 4 |
| Range | 3 |
| Interquartile range | 0.4 |
Descriptive statistics
| Standard deviation | 0.3292726818 |
|---|---|
| Coef of variation | 0.118762563 |
| Kurtosis | 1.699441656 |
| Mean | 2.772529267 |
| MAD | 0.2484839076 |
| Skewness | -0.2168153059 |
| Sum | 8711.286957 |
| Variance | 0.108420499 |
| Memory size | 24.6 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[1. 1.5 2.065 2.15 2.235 ... 3.405 3.475 3.51 3.925 4. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 3 | 762 | 24.3% | |
| 2.5 | 232 | 7.4% | |
| 2 | 195 | 6.2% | |
| 2.67 | 167 | 5.3% | |
| 2.75 | 110 | 3.5% | |
| 2.33 | 68 | 2.2% | |
| 2.8 | 64 | 2.0% | |
| 2.6 | 64 | 2.0% | |
| 2.83 | 50 | 1.6% | |
| 2.71 | 44 | 1.4% | |
| Other values (200) | 1386 | 44.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 1 | < 0.1% | |
| 2 | 195 | 6.2% | |
| 2.13 | 1 | < 0.1% | |
| 2.17 | 6 | 0.2% | |
| 2.2 | 6 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 4 | 22 | 0.7% | |
| 3.85 | 1 | < 0.1% | |
| 3.83 | 1 | < 0.1% | |
| 3.82 | 1 | < 0.1% | |
| 3.75 | 3 | 0.1% |
familiesUnderPovertyScale
Numeric
| Distinct count | 3140 |
|---|---|
| Unique (%) | 99.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 77.66510783 |
|---|---|
| Minimum | 34.12664636 |
| Maximum | 100 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 34.12664636 |
|---|---|
| 5-th percentile | 63.83661934 |
| Q1 | 73.85087855 |
| Median | 78.61085639 |
| Q3 | 82.4841462 |
| 95-th percentile | 88.3714231 |
| Maximum | 100 |
| Range | 65.87335364 |
| Interquartile range | 8.633267647 |
Descriptive statistics
| Standard deviation | 7.503240848 |
|---|---|
| Coef of variation | 0.09661019031 |
| Kurtosis | 2.215735676 |
| Mean | 77.66510783 |
| MAD | 5.630727446 |
| Skewness | -0.888111194 |
| Sum | 244023.7688 |
| Variance | 56.29862322 |
| Memory size | 24.6 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 34.12664636 52.804555 58.38564047 65.88119434 68.8048335 ... 85.03115039 87.04399083 90.39792158 93.92785496 100. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 80.52120893 | 2 | 0.1% | |
| 84.10924891 | 2 | 0.1% | |
| 62.43495266 | 1 | < 0.1% | |
| 81.30609855 | 1 | < 0.1% | |
| 75.00125135 | 1 | < 0.1% | |
| 75.87240449 | 1 | < 0.1% | |
| 73.06883643 | 1 | < 0.1% | |
| 82.52701708 | 1 | < 0.1% | |
| 72.0273032 | 1 | < 0.1% | |
| 80.41917418 | 1 | < 0.1% | |
| Other values (3130) | 3130 | 99.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 34.12664636 | 1 | < 0.1% | |
| 36.93505904 | 1 | < 0.1% | |
| 42.39983383 | 1 | < 0.1% | |
| 42.87517512 | 1 | < 0.1% | |
| 43.1479566 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 100 | 1 | < 0.1% | |
| 99.65832318 | 1 | < 0.1% | |
| 98.0103972 | 1 | < 0.1% | |
| 97.76087427 | 1 | < 0.1% | |
| 97.56408795 | 1 | < 0.1% |
geoid
Numeric
| Distinct count | 3142 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 30383.64927 |
|---|---|
| Minimum | 1001 |
| Maximum | 56045 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1001 |
|---|---|
| 5-th percentile | 5093.1 |
| Q1 | 18177.5 |
| Median | 29176 |
| Q3 | 45080.5 |
| 95-th percentile | 53062.9 |
| Maximum | 56045 |
| Range | 55044 |
| Interquartile range | 26903 |
Descriptive statistics
| Standard deviation | 15162.50837 |
|---|---|
| Coef of variation | 0.4990351304 |
| Kurtosis | -1.098053508 |
| Mean | 30383.64927 |
| MAD | 13054.5569 |
| Skewness | -0.07966181271 |
| Sum | 95465426 |
| Variance | 229901660.2 |
| Memory size | 24.6 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 1001. 1132. 2014.5 2286. 4002. ... 54108. 55002. 55140. 56002. 56045. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 47103 | 1 | < 0.1% | |
| 28035 | 1 | < 0.1% | |
| 28033 | 1 | < 0.1% | |
| 28031 | 1 | < 0.1% | |
| 28029 | 1 | < 0.1% | |
| 28027 | 1 | < 0.1% | |
| 48415 | 1 | < 0.1% | |
| 28025 | 1 | < 0.1% | |
| 28023 | 1 | < 0.1% | |
| 5147 | 1 | < 0.1% | |
| Other values (3132) | 3132 | 99.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1001 | 1 | < 0.1% | |
| 1003 | 1 | < 0.1% | |
| 1005 | 1 | < 0.1% | |
| 1007 | 1 | < 0.1% | |
| 1009 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 56045 | 1 | < 0.1% | |
| 56043 | 1 | < 0.1% | |
| 56041 | 1 | < 0.1% | |
| 56039 | 1 | < 0.1% | |
| 56037 | 1 | < 0.1% |
lIBNonVRRatioToPopulation
Numeric
| Distinct count | 2703 |
|---|---|
| Unique (%) | 86.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.462512466 |
|---|---|
| Minimum | 0 |
| Maximum | 100 |
| Zeros (%) | 13.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.4955847397 |
| Median | 1.483587001 |
| Q3 | 2.851868508 |
| 95-th percentile | 8.593529739 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range | 2.356283768 |
Descriptive statistics
| Standard deviation | 4.13778881 |
|---|---|
| Coef of variation | 1.680311823 |
| Kurtosis | 130.6893548 |
| Mean | 2.462512466 |
| MAD | 2.127512599 |
| Skewness | 8.165588871 |
| Sum | 7737.214167 |
| Variance | 17.12129624 |
| Memory size | 24.6 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[0.00000000e+00 5.38602489e-03 4.03435042e-02 2.26900275e+00 3.28318659e+00 ... 5.70769572e+00 1.15720897e+01 2.07138452e+01 3.92646272e+01 1.00000000e+02], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 425 | 13.5% | |
| 3.533175685 | 2 | 0.1% | |
| 1.801375854 | 2 | 0.1% | |
| 2.03841421 | 2 | 0.1% | |
| 1.489969106 | 2 | 0.1% | |
| 9.837970434 | 2 | 0.1% | |
| 2.414486922 | 2 | 0.1% | |
| 2.303042515 | 2 | 0.1% | |
| 3.257245448 | 2 | 0.1% | |
| 3.278829604 | 2 | 0.1% | |
| Other values (2693) | 2699 | 85.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 425 | 13.5% | |
| 0.01077204977 | 1 | < 0.1% | |
| 0.02101289257 | 1 | < 0.1% | |
| 0.02316790164 | 1 | < 0.1% | |
| 0.02467954805 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 100 | 1 | < 0.1% | |
| 64.51662562 | 1 | < 0.1% | |
| 46.29404617 | 1 | < 0.1% | |
| 39.65170332 | 1 | < 0.1% | |
| 38.87755102 | 1 | < 0.1% |
lIBVRRatioToPopulation
Numeric
| Distinct count | 2116 |
|---|---|
| Unique (%) | 67.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.365931507 |
|---|---|
| Minimum | 0 |
| Maximum | 100 |
| Zeros (%) | 32.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0.3855209686 |
| Q3 | 1.435689713 |
| 95-th percentile | 5.331483861 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range | 1.435689713 |
Descriptive statistics
| Standard deviation | 3.958270019 |
|---|---|
| Coef of variation | 2.897853955 |
| Kurtosis | 283.861261 |
| Mean | 1.365931507 |
| MAD | 1.565502055 |
| Skewness | 14.09323467 |
| Sum | 4291.756795 |
| Variance | 15.66790155 |
| Memory size | 24.6 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[0.00000000e+00 3.96864992e-03 6.96445275e-02 3.30446218e-01 8.53376113e-01 ... 7.00675015e+00 1.05821221e+01 1.54617676e+01 3.47304826e+01 1.00000000e+02], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 1014 | 32.3% | |
| 1.390853586 | 2 | 0.1% | |
| 1.569984856 | 2 | 0.1% | |
| 6.396373709 | 2 | 0.1% | |
| 1.607103312 | 2 | 0.1% | |
| 6.83457109 | 2 | 0.1% | |
| 1.824625257 | 2 | 0.1% | |
| 0.3794612845 | 2 | 0.1% | |
| 0.7598572027 | 2 | 0.1% | |
| 1.291278424 | 2 | 0.1% | |
| Other values (2106) | 2110 | 67.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1014 | 32.3% | |
| 0.007937299831 | 1 | < 0.1% | |
| 0.015483184 | 1 | < 0.1% | |
| 0.01707108542 | 1 | < 0.1% | |
| 0.01818493014 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 100 | 1 | < 0.1% | |
| 89.01291453 | 1 | < 0.1% | |
| 77.52306023 | 1 | < 0.1% | |
| 72.8524308 | 1 | < 0.1% | |
| 35.06045346 | 1 | < 0.1% |
lodgingInventoryBucketNonVacationalRental
Numeric
| Distinct count | 20 |
|---|---|
| Unique (%) | 0.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 10.73201782 |
|---|---|
| Minimum | 0 |
| Maximum | 20 |
| Zeros (%) | 13.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 6 |
| Median | 12 |
| Q3 | 16 |
| 95-th percentile | 20 |
| Maximum | 20 |
| Range | 20 |
| Interquartile range | 10 |
Descriptive statistics
| Standard deviation | 6.362206317 |
|---|---|
| Coef of variation | 0.5928247997 |
| Kurtosis | -1.092005832 |
| Mean | 10.73201782 |
| MAD | 5.441691204 |
| Skewness | -0.2988767515 |
| Sum | 33720 |
| Variance | 40.47766922 |
| Memory size | 24.6 KiB |
Histogram with fixed size bins (bins=20)
Histogram with variable size bins (bins=[ 0. 0.5 3. 4.5 5.5 ... 11.5 12.5 13.5 19.5 20. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 425 | 13.5% | |
| 4 | 296 | 9.4% | |
| 12 | 227 | 7.2% | |
| 7 | 227 | 7.2% | |
| 15 | 213 | 6.8% | |
| 20 | 195 | 6.2% | |
| 19 | 192 | 6.1% | |
| 8 | 192 | 6.1% | |
| 17 | 181 | 5.8% | |
| 10 | 176 | 5.6% | |
| Other values (10) | 818 | 26.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 425 | 13.5% | |
| 1 | 14 | 0.4% | |
| 2 | 11 | 0.4% | |
| 4 | 296 | 9.4% | |
| 5 | 38 | 1.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 20 | 195 | 6.2% | |
| 19 | 192 | 6.1% | |
| 18 | 160 | 5.1% | |
| 17 | 181 | 5.8% | |
| 16 | 164 | 5.2% |
lodgingInventoryBucketVacationalRental
Numeric
| Distinct count | 20 |
|---|---|
| Unique (%) | 0.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 8.299172502 |
|---|---|
| Minimum | 0 |
| Maximum | 20 |
| Zeros (%) | 32.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 7 |
| Q3 | 15 |
| 95-th percentile | 20 |
| Maximum | 20 |
| Range | 20 |
| Interquartile range | 15 |
Descriptive statistics
| Standard deviation | 7.531844268 |
|---|---|
| Coef of variation | 0.9075415973 |
| Kurtosis | -1.439007645 |
| Mean | 8.299172502 |
| MAD | 6.749730252 |
| Skewness | 0.2889876633 |
| Sum | 26076 |
| Variance | 56.72867808 |
| Memory size | 24.6 KiB |
Histogram with fixed size bins (bins=20)
Histogram with variable size bins (bins=[ 0. 0.5 3. 4.5 5.5 ... 9.5 12.5 14.5 19.5 20. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 1014 | 32.3% | |
| 20 | 374 | 11.9% | |
| 4 | 327 | 10.4% | |
| 7 | 216 | 6.9% | |
| 8 | 132 | 4.2% | |
| 12 | 125 | 4.0% | |
| 15 | 125 | 4.0% | |
| 19 | 118 | 3.8% | |
| 10 | 107 | 3.4% | |
| 17 | 103 | 3.3% | |
| Other values (10) | 501 | 15.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1014 | 32.3% | |
| 1 | 25 | 0.8% | |
| 2 | 23 | 0.7% | |
| 4 | 327 | 10.4% | |
| 5 | 34 | 1.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 20 | 374 | 11.9% | |
| 19 | 118 | 3.8% | |
| 18 | 101 | 3.2% | |
| 17 | 103 | 3.3% | |
| 16 | 88 | 2.8% |
medianHouseHoldIncome
Numeric
| Distinct count | 3139 |
|---|---|
| Unique (%) | 99.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 4211499.595 |
|---|---|
| Minimum | 24821 |
| Maximum | 430490928 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 24821 |
|---|---|
| 5-th percentile | 144727 |
| Q1 | 439080.25 |
| Median | 966737 |
| Q3 | 2464818 |
| 95-th percentile | 17954721.95 |
| Maximum | 430490928 |
| Range | 430466107 |
| Interquartile range | 2025737.75 |
Descriptive statistics
| Standard deviation | 14497404.87 |
|---|---|
| Coef of variation | 3.442337947 |
| Kurtosis | 288.169787 |
| Mean | 4211499.595 |
| MAD | 5239274.538 |
| Skewness | 13.14778115 |
| Sum | 1.323253173e+10 |
| Variance | 2.101747479e+14 |
| Memory size | 24.6 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[2.48210000e+04 3.84330000e+04 1.58307000e+05 4.26054000e+05 8.14303000e+05 ... 1.48865610e+07 2.63586110e+07 5.94441330e+07 1.33279326e+08 4.30490928e+08], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 77569 | 2 | 0.1% | |
| 96250 | 2 | 0.1% | |
| 375221 | 2 | 0.1% | |
| 317439 | 1 | < 0.1% | |
| 1383757 | 1 | < 0.1% | |
| 4749054 | 1 | < 0.1% | |
| 154704 | 1 | < 0.1% | |
| 583002 | 1 | < 0.1% | |
| 718252 | 1 | < 0.1% | |
| 64853 | 1 | < 0.1% | |
| Other values (3129) | 3129 | 99.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 24821 | 1 | < 0.1% | |
| 32404 | 1 | < 0.1% | |
| 32422 | 1 | < 0.1% | |
| 38250 | 1 | < 0.1% | |
| 38616 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 430490928 | 1 | < 0.1% | |
| 251737657 | 1 | < 0.1% | |
| 157172031 | 1 | < 0.1% | |
| 156529389 | 1 | < 0.1% | |
| 135686668 | 1 | < 0.1% |
minorityPopulationRatio
Numeric
| Distinct count | 3138 |
|---|---|
| Unique (%) | 99.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 14.320714 |
|---|---|
| Minimum | 0.4342773098 |
| Maximum | 100 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0.4342773098 |
|---|---|
| 5-th percentile | 1.516192041 |
| Q1 | 3.041150696 |
| Median | 6.886645442 |
| Q3 | 18.77413148 |
| 95-th percentile | 53.0904541 |
| Maximum | 100 |
| Range | 99.56572269 |
| Interquartile range | 15.73298078 |
Descriptive statistics
| Standard deviation | 17.1208616 |
|---|---|
| Coef of variation | 1.195531284 |
| Kurtosis | 3.842639594 |
| Mean | 14.320714 |
| MAD | 12.63926023 |
| Skewness | 1.974040623 |
| Sum | 44995.6834 |
| Variance | 293.1239019 |
| Memory size | 24.6 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 0.43427731 1.02890748 1.47276322 2.56553966 4.1264958 ... 35.17028357 48.06765253 67.29028039 88.37116939 100. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 1.483780809 | 2 | 0.1% | |
| 1.853756104 | 2 | 0.1% | |
| 2.341528071 | 2 | 0.1% | |
| 2.391006789 | 2 | 0.1% | |
| 15.06750337 | 1 | < 0.1% | |
| 21.48300937 | 1 | < 0.1% | |
| 2.552434421 | 1 | < 0.1% | |
| 3.08076874 | 1 | < 0.1% | |
| 22.73059225 | 1 | < 0.1% | |
| 16.59058998 | 1 | < 0.1% | |
| Other values (3128) | 3128 | 99.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.4342773098 | 1 | < 0.1% | |
| 0.4856009919 | 1 | < 0.1% | |
| 0.5308433203 | 1 | < 0.1% | |
| 0.645187025 | 1 | < 0.1% | |
| 0.6733122997 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 100 | 1 | < 0.1% | |
| 99.39599701 | 1 | < 0.1% | |
| 94.98852195 | 1 | < 0.1% | |
| 93.10139435 | 1 | < 0.1% | |
| 91.76568503 | 1 | < 0.1% |
STATEFP
Highly correlated
This variable is highly correlated with geoid and should be ignored for analysis
| Correlation | 0.99997546 |
|---|
structureBuiltYearBefore1939Ratio
Numeric
| Distinct count | 3139 |
|---|---|
| Unique (%) | 99.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 26.98375779 |
|---|---|
| Minimum | 0 |
| Maximum | 100 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3.990889246 |
| Q1 | 10.46551484 |
| Median | 20.43332234 |
| Q3 | 41.16768635 |
| 95-th percentile | 65.89109915 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range | 30.70217152 |
Descriptive statistics
| Standard deviation | 20.20045372 |
|---|---|
| Coef of variation | 0.7486152918 |
| Kurtosis | -0.2288428357 |
| Mean | 26.98375779 |
| MAD | 16.96293732 |
| Skewness | 0.8348501793 |
| Sum | 84782.96699 |
| Variance | 408.0583303 |
| Memory size | 24.6 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 0. 0.96064339 4.30016332 15.24972323 24.40834226 48.26309336 63.43873256 72.70969441 85.55556898 100. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 48.806126 | 2 | 0.1% | |
| 44.06108597 | 2 | 0.1% | |
| 12.13697313 | 2 | 0.1% | |
| 6.215345731 | 1 | < 0.1% | |
| 18.5756202 | 1 | < 0.1% | |
| 44.83690352 | 1 | < 0.1% | |
| 14.02752559 | 1 | < 0.1% | |
| 2.656011195 | 1 | < 0.1% | |
| 49.09204052 | 1 | < 0.1% | |
| 23.92471966 | 1 | < 0.1% | |
| Other values (3129) | 3129 | 99.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1 | < 0.1% | |
| 0.4512015631 | 1 | < 0.1% | |
| 0.469984917 | 1 | < 0.1% | |
| 0.5324602534 | 1 | < 0.1% | |
| 0.5404057969 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 100 | 1 | < 0.1% | |
| 98.70659169 | 1 | < 0.1% | |
| 94.90810118 | 1 | < 0.1% | |
| 92.73321583 | 1 | < 0.1% | |
| 92.38502087 | 1 | < 0.1% |
totalEmployedInOwnBusinesRate
Numeric
| Distinct count | 3133 |
|---|---|
| Unique (%) | 99.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 12.30415062 |
|---|---|
| Minimum | 0 |
| Maximum | 100 |
| Zeros (%) | 0.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4.07123801 |
| Q1 | 7.866011558 |
| Median | 10.76982793 |
| Q3 | 15.0307384 |
| 95-th percentile | 25.24991015 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range | 7.16472684 |
Descriptive statistics
| Standard deviation | 7.240927911 |
|---|---|
| Coef of variation | 0.5884947391 |
| Kurtosis | 13.74718675 |
| Mean | 12.30415062 |
| MAD | 5.044311773 |
| Skewness | 2.462716018 |
| Sum | 38659.64126 |
| Variance | 52.43103701 |
| Memory size | 24.6 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 0. 2.45047628 4.3228122 6.83089831 12.31471413 ... 21.78504557 26.82537413 33.49755546 50.36664783 100. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 6 | 0.2% | |
| 8.703192747 | 2 | 0.1% | |
| 3.154285714 | 2 | 0.1% | |
| 11.68597827 | 2 | 0.1% | |
| 13.14285714 | 2 | 0.1% | |
| 9.217382444 | 1 | < 0.1% | |
| 10.07401399 | 1 | < 0.1% | |
| 11.0116771 | 1 | < 0.1% | |
| 11.07556788 | 1 | < 0.1% | |
| 6.729058082 | 1 | < 0.1% | |
| Other values (3123) | 3123 | 99.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 6 | 0.2% | |
| 0.2959732623 | 1 | < 0.1% | |
| 0.4423032622 | 1 | < 0.1% | |
| 0.587755102 | 1 | < 0.1% | |
| 0.6010452962 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 100 | 1 | < 0.1% | |
| 68.42511685 | 1 | < 0.1% | |
| 64.82271121 | 1 | < 0.1% | |
| 62.20527046 | 1 | < 0.1% | |
| 59.52131638 | 1 | < 0.1% |
totalPopulation
Highly correlated
This variable is highly correlated with medianHouseHoldIncome and should be ignored for analysis
| Correlation | 0.9667724881 |
|---|
unEmployementRate
Numeric
| Distinct count | 3128 |
|---|---|
| Unique (%) | 99.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 23.69259935 |
|---|---|
| Minimum | 0 |
| Maximum | 100 |
| Zeros (%) | 0.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 7.900701106 |
| Q1 | 16.53996766 |
| Median | 22.62536644 |
| Q3 | 29.38464567 |
| 95-th percentile | 42.17396773 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range | 12.84467801 |
Descriptive statistics
| Standard deviation | 11.0200942 |
|---|---|
| Coef of variation | 0.4651281203 |
| Kurtosis | 4.229084566 |
| Mean | 23.69259935 |
| MAD | 8.172402471 |
| Skewness | 1.228083999 |
| Sum | 74442.14716 |
| Variance | 121.4424762 |
| Memory size | 24.6 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 0. 4.46932185 8.98513272 12.21437827 16.71453561 ... 36.74668145 42.4208722 48.37241971 63.20419351 100. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 8 | 0.3% | |
| 8.847991352 | 2 | 0.1% | |
| 12.31048704 | 2 | 0.1% | |
| 25.58394224 | 2 | 0.1% | |
| 3.957686188 | 2 | 0.1% | |
| 11.84899968 | 2 | 0.1% | |
| 12.27817605 | 2 | 0.1% | |
| 24.53741014 | 2 | 0.1% | |
| 25.69110539 | 1 | < 0.1% | |
| 18.59407407 | 1 | < 0.1% | |
| Other values (3118) | 3118 | 99.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 8 | 0.3% | |
| 0.8775884203 | 1 | < 0.1% | |
| 1.046646174 | 1 | < 0.1% | |
| 1.121281178 | 1 | < 0.1% | |
| 1.160886361 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 100 | 1 | < 0.1% | |
| 93.98677741 | 1 | < 0.1% | |
| 90.13362769 | 1 | < 0.1% | |
| 88.27559875 | 1 | < 0.1% | |
| 88.18422823 | 1 | < 0.1% |
vacantHousingUnitsRatio
Numeric
| Distinct count | 3141 |
|---|---|
| Unique (%) | > 99.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 21.20183577 |
|---|---|
| Minimum | 3.521508094 |
| Maximum | 100 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 3.521508094 |
|---|---|
| 5-th percentile | 7.321098846 |
| Q1 | 12.42339891 |
| Median | 17.95421241 |
| Q3 | 26.24585225 |
| 95-th percentile | 47.18727809 |
| Maximum | 100 |
| Range | 96.47849191 |
| Interquartile range | 13.82245334 |
Descriptive statistics
| Standard deviation | 12.73893806 |
|---|---|
| Coef of variation | 0.6008412763 |
| Kurtosis | 4.126048547 |
| Mean | 21.20183577 |
| MAD | 9.369977781 |
| Skewness | 1.720924979 |
| Sum | 66616.16799 |
| Variance | 162.280543 |
| Memory size | 24.6 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 3.52150809 4.92074576 7.8387173 21.04104504 25.48282165 30.89781522 38.83747801 52.91177907 70.27634215 100. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 15.18768279 | 2 | 0.1% | |
| 17.27920523 | 1 | < 0.1% | |
| 29.98463732 | 1 | < 0.1% | |
| 9.855759749 | 1 | < 0.1% | |
| 28.05816282 | 1 | < 0.1% | |
| 21.60379237 | 1 | < 0.1% | |
| 9.109105101 | 1 | < 0.1% | |
| 10.17155072 | 1 | < 0.1% | |
| 20.75276361 | 1 | < 0.1% | |
| 17.45048288 | 1 | < 0.1% | |
| Other values (3131) | 3131 | 99.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 3.521508094 | 1 | < 0.1% | |
| 3.596262297 | 1 | < 0.1% | |
| 3.621891007 | 1 | < 0.1% | |
| 3.855908019 | 1 | < 0.1% | |
| 4.099767036 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 100 | 1 | < 0.1% | |
| 94.84296842 | 1 | < 0.1% | |
| 93.88749363 | 1 | < 0.1% | |
| 91.48280028 | 1 | < 0.1% | |
| 91.29228311 | 1 | < 0.1% |
waterUsage
Numeric
| Distinct count | 1266 |
|---|---|
| Unique (%) | 40.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 12.22749523 |
|---|---|
| Minimum | 0 |
| Maximum | 1256.44 |
| Zeros (%) | 2.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.08 |
| Q1 | 0.8025 |
| Median | 2.25 |
| Q3 | 6.9675 |
| 95-th percentile | 48.291 |
| Maximum | 1256.44 |
| Range | 1256.44 |
| Interquartile range | 6.165 |
Descriptive statistics
| Standard deviation | 46.55201787 |
|---|---|
| Coef of variation | 3.807158949 |
| Kurtosis | 241.471965 |
| Mean | 12.22749523 |
| MAD | 15.96011616 |
| Skewness | 12.71515 |
| Sum | 38418.79 |
| Variance | 2167.090368 |
| Memory size | 24.6 KiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[0.00000e+00 5.00000e-03 7.15000e-01 1.47500e+00 3.02500e+00 ... 7.30600e+01 1.41455e+02 2.50590e+02 4.62045e+02 1.25644e+03], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 91 | 2.9% | |
| 0.37 | 15 | 0.5% | |
| 0.81 | 15 | 0.5% | |
| 0.53 | 14 | 0.4% | |
| 0.67 | 14 | 0.4% | |
| 0.21 | 13 | 0.4% | |
| 0.24 | 13 | 0.4% | |
| 0.04 | 13 | 0.4% | |
| 0.48 | 13 | 0.4% | |
| 0.55 | 12 | 0.4% | |
| Other values (1256) | 2929 | 93.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 91 | 2.9% | |
| 0.01 | 12 | 0.4% | |
| 0.02 | 7 | 0.2% | |
| 0.03 | 10 | 0.3% | |
| 0.04 | 13 | 0.4% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1256.44 | 1 | < 0.1% | |
| 834.08 | 1 | < 0.1% | |
| 776.54 | 1 | < 0.1% | |
| 561.79 | 1 | < 0.1% | |
| 466.55 | 1 | < 0.1% |
First rows
| AERAFEmployementRatio | aIPBRatioToPopulation | airQuality | bicycleUsageRate | COUNTYFP | CustomerSatisfactionAvgReviewRating | CustomerSatisfactionAvgStarRating | familiesUnderPovertyScale | geoid | lIBNonVRRatioToPopulation | lIBVRRatioToPopulation | lodgingInventoryBucketNonVacationalRental | lodgingInventoryBucketVacationalRental | medianHouseHoldIncome | minorityPopulationRatio | STATEFP | structureBuiltYearBefore1939Ratio | totalEmployedInOwnBusinesRate | totalPopulation | unEmployementRate | vacantHousingUnitsRatio | waterUsage | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 16.498618 | 0.0 | 0.0 | 3.693182 | 1 | 4.185 | 2.250000 | 80.597834 | 1001 | 0.978914 | 0.288522 | 10.0 | 4.0 | 1638803 | 22.912793 | 1 | 5.090089 | 8.122218 | 55601 | 18.684064 | 9.811749 | 3.64 |
| 1 | 22.724129 | 0.0 | 0.0 | 23.143351 | 3 | 4.415 | 2.880000 | 76.172601 | 1003 | 0.499294 | 0.367901 | 20.0 | 20.0 | 4752609 | 11.676857 | 1 | 3.938421 | 18.110542 | 218022 | 21.006971 | 35.100843 | 23.67 |
| 2 | 14.829078 | 0.0 | 0.0 | 0.000000 | 5 | 3.870 | 2.710000 | 67.899241 | 1005 | 2.843822 | 0.644753 | 13.0 | 4.0 | 777500 | 53.091933 | 1 | 13.021951 | 8.651945 | 24881 | 42.852810 | 26.440964 | 3.23 |
| 3 | 10.383932 | 0.0 | 0.0 | 0.000000 | 7 | 4.200 | 2.000000 | 70.721525 | 1007 | 0.971939 | 0.000000 | 4.0 | 0.0 | 632309 | 23.593705 | 1 | 10.529087 | 1.956406 | 22400 | 23.880535 | 24.969733 | 5.18 |
| 4 | 11.112763 | 0.0 | 0.0 | 0.000000 | 9 | 4.200 | 2.000000 | 81.013893 | 1009 | 0.376408 | 0.000000 | 4.0 | 0.0 | 1656471 | 2.923849 | 1 | 7.892200 | 9.128756 | 57840 | 19.894243 | 15.774176 | 56.86 |
| 5 | 11.994048 | 0.0 | 0.0 | 0.000000 | 11 | 4.200 | 2.934783 | 66.515813 | 1011 | 0.000000 | 1.582374 | 0.0 | 4.0 | 226588 | 77.431756 | 1 | 21.131942 | 9.864616 | 10138 | 44.302257 | 23.642681 | 2.11 |
| 6 | 17.351574 | 0.0 | 0.0 | 0.000000 | 13 | 4.200 | 2.860000 | 76.728538 | 1013 | 3.318815 | 0.000000 | 12.0 | 0.0 | 694883 | 49.844178 | 1 | 16.852899 | 6.221471 | 19680 | 32.762026 | 26.296823 | 2.28 |
| 7 | 20.403833 | 0.0 | 0.0 | 2.873563 | 15 | 4.110 | 2.670000 | 80.216720 | 1015 | 0.857315 | 0.000000 | 18.0 | 0.0 | 3834124 | 24.304313 | 1 | 11.078480 | 9.867095 | 114277 | 39.033848 | 18.025037 | 25.25 |
| 8 | 12.949522 | 0.0 | 0.0 | 0.000000 | 17 | 4.360 | 2.330000 | 77.029019 | 1017 | 1.295340 | 0.477231 | 8.0 | 4.0 | 1252735 | 44.525342 | 1 | 21.758175 | 7.765637 | 33615 | 25.027037 | 21.035457 | 4.20 |
| 9 | 13.210304 | 0.0 | 0.0 | 0.000000 | 19 | 4.625 | 2.000000 | 92.590652 | 1019 | 1.463583 | 2.310921 | 7.0 | 15.0 | 808893 | 5.651044 | 1 | 7.023760 | 7.094920 | 26032 | 19.566445 | 37.674358 | 3.20 |
Last rows
| AERAFEmployementRatio | aIPBRatioToPopulation | airQuality | bicycleUsageRate | COUNTYFP | CustomerSatisfactionAvgReviewRating | CustomerSatisfactionAvgStarRating | familiesUnderPovertyScale | geoid | lIBNonVRRatioToPopulation | lIBVRRatioToPopulation | lodgingInventoryBucketNonVacationalRental | lodgingInventoryBucketVacationalRental | medianHouseHoldIncome | minorityPopulationRatio | STATEFP | structureBuiltYearBefore1939Ratio | totalEmployedInOwnBusinesRate | totalPopulation | unEmployementRate | vacantHousingUnitsRatio | waterUsage | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3132 | 13.896286 | 0.000000 | 0.0 | 0.000000 | 27 | 4.485 | 2.50 | 69.334574 | 56027 | 15.954774 | 0.000000 | 7.0 | 0.0 | 119515 | 2.818438 | 56 | 70.305121 | 9.470433 | 2388 | 1.529953 | 27.269064 | 1.00 |
| 3133 | 29.424527 | 8.972173 | 4.1 | 30.932203 | 29 | 4.600 | 2.67 | 83.800957 | 56029 | 3.526609 | 2.735320 | 19.0 | 20.0 | 1309593 | 2.736018 | 56 | 12.942213 | 14.940098 | 29324 | 12.650866 | 17.594134 | 3.17 |
| 3134 | 26.760031 | 0.000000 | 0.0 | 75.862069 | 31 | 4.325 | 2.60 | 85.987753 | 56031 | 8.895634 | 3.277339 | 14.0 | 7.0 | 413255 | 2.905896 | 56 | 37.627305 | 10.556391 | 8566 | 13.035027 | 25.230907 | 1.56 |
| 3135 | 23.908789 | 0.000000 | 7.2 | 65.151515 | 33 | 4.170 | 2.57 | 81.344583 | 56033 | 3.060516 | 1.326539 | 17.0 | 10.0 | 1171696 | 3.424087 | 56 | 31.835548 | 23.111120 | 30233 | 12.685279 | 13.369693 | 4.55 |
| 3136 | 16.780618 | 0.000000 | 5.6 | 73.134328 | 35 | 4.610 | 2.89 | 68.816658 | 56035 | 7.765209 | 5.721733 | 14.0 | 14.0 | 307765 | 3.059192 | 56 | 11.400684 | 42.368421 | 9813 | 9.312435 | 52.784045 | 2.21 |
| 3137 | 22.077780 | 6.111356 | 5.4 | 15.023474 | 37 | 4.285 | 2.67 | 75.678053 | 56037 | 2.149278 | 0.652103 | 17.0 | 7.0 | 2324382 | 4.367487 | 56 | 20.768821 | 12.652478 | 43051 | 16.948523 | 15.659697 | 11.37 |
| 3138 | 61.417583 | 17.731756 | 3.7 | 60.937500 | 39 | 4.500 | 3.30 | 66.667259 | 56039 | 4.716310 | 3.475176 | 20.0 | 20.0 | 1065803 | 3.457548 | 56 | 5.555701 | 30.081649 | 23081 | 7.095323 | 41.312508 | 7.78 |
| 3139 | 21.699627 | 0.000000 | 0.0 | 32.031250 | 41 | 4.230 | 2.42 | 78.245393 | 56041 | 4.022014 | 0.000000 | 15.0 | 0.0 | 949133 | 3.063025 | 56 | 19.075717 | 16.003173 | 20299 | 21.354182 | 17.742059 | 3.90 |
| 3140 | 15.866034 | 0.000000 | 0.0 | 41.428571 | 43 | 4.350 | 2.75 | 80.566005 | 56043 | 6.902799 | 3.560391 | 10.0 | 7.0 | 378207 | 3.468491 | 56 | 14.336328 | 27.100946 | 7885 | 24.866366 | 9.715972 | 0.09 |
| 3141 | 13.690571 | 0.000000 | 0.0 | 42.307692 | 45 | 4.490 | 3.00 | 84.444514 | 56045 | 8.593574 | 4.605169 | 11.0 | 8.0 | 270149 | 4.722883 | 56 | 22.118716 | 11.210353 | 6967 | 12.065691 | 12.116570 | 1.02 |